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Researcher
Marie-Francine Moens
- Disciplines:Information sciences
Affiliations
- Human-Computer Interaction (HCI) (Division)
Member
From1 Aug 2020 → 30 Sep 2022 - Informatics Section (Division)
Member
From1 Jul 2007 → 30 Apr 2020 - Faculty of Law and Criminology (Faculty)
Member
From1 Oct 2000 → 30 Nov 2004
Projects
1 - 10 of 53
- Multimodal Fact-CheckingFrom18 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Interventions against polarisation in society for TRUSTworthy social media: from diagnosis to therapy (iTRUST).From1 Nov 2022 → TodayFunding: FWO research project (including WEAVE projects)
- Personalized Recommendation with Multimodal ExplanationsFrom1 Nov 2022 → 1 May 2023Funding: FWO junior postdoctoral fellowship
- Postdoctoral researcher Explainable AI and Medical Natural Language ProcessingFrom10 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AI powered Data Curation & Publishing Virtual AssistantFrom1 Sep 2022 → TodayFunding: Horizon Europe - Research Infrastructures
- Personalized recommendation with multimodal explanationsFrom17 Jan 2022 → 31 Oct 2022Funding: BOF - postdoctoral mandates
- Text-Based Natural Language Processing in the Human BrainFrom26 Oct 2021 → TodayFunding: FWO fellowships
- Multimodal Learning Methods for Commonsense Enriched LearningFrom1 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Learning by Prediction and Integration: Human-inspired Approaches for Natural Language UnderstandingFrom10 May 2021 → 12 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- AI Tools for Curation of Clinical RegistriesFrom1 Jan 2021 → 31 Dec 2022Funding: IOF - technology validation in lab
Publications
21 - 30 of 286
- Finding Structural Knowledge in Multimodal-BERT(2022)
Authors: Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens
Pages: 5658 - 5671Number of pages: 14 - A Brief Overview of Universal Sentence Representation Methods: A Linguistic View(2022)
Authors: Marie-Francine Moens
Pages: 1 - 42 - Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models(2022)
Authors: Nathan Cornille, Katrien Laenen, Marie-Francine Moens
- Cross-Modal Representation Learning for Fashion Search and Recommendation(2022)
Authors: Katrien Laenen, Marie-Francine Moens
- Analysis and Prediction of NLP models via Task Embeddings(2022)
Authors: Marie-Francine Moens
Pages: 633 - 647Number of pages: 15 - Benchmarking scalable predictive uncertainty in text classification(2022)
Authors: Jordy Van Landeghem, Matthew Blaschko, Marie-Francine Moens
- Predicting Physical World Destinations for Commands Given to Self-Driving Cars(2022)
Authors: Dusan Grujicic, Thierry Deruyttere, Marie-Francine Moens, Matthew Blaschko
Pages: 715 - 725 - Talk2Car: Predicting physical trajectories for natural language commands(2022)
Authors: Dusan Grujicic, Matthew Blaschko, Marie-Francine Moens
Pages: 23809 - 123834 - Evaluation Benchmarks for Spanish Sentence Representations(2022)
Authors: Vladimir Giovanny Araujo Vasquez, Marie-Francine Moens
Pages: 6024 - 6034Number of pages: 11 - Entropy-based Stability-Plasticity for Lifelong Learning(2022)
Authors: Vladimir Giovanny Araujo Vasquez, Marie-Francine Moens
Pages: 3720 - 3727Number of pages: 8
Patents
1 - 1 of 1
- Method for evaluating an image (Inventor)